Update tools/analysis_tools.py

tools/analysis_tools.py

@@ -41,3 +41,28 @@ def trigger_interview_analysis(user_id: str, job_offer_id: str, job_description:
     except Exception as e:
         logger.error(f"Erreur dans l'outil d'analyse : {e}", exc_info=True)
         return "Une erreur est survenue lors du lancement de l'analyse."
+
+def _final_analysis_node(self, state: AgentState):
+    """
+    Calls the final analysis tool. It constructs all arguments directly
+    from the graph's state, making the process robust and reliable.
+    """
+    print(">>> Final analysis node reached. Manually constructing tool arguments.")
+    conversation_history = []
+    for msg in state["messages"]:
+        if isinstance(msg, HumanMessage):
+            role = "user"
+        elif isinstance(msg, AIMessage):
+            role = "assistant"
+        else:
+            continue
+        conversation_history.append({"role": role, "content": msg.content})
+    tool_input = {
+        "user_id": state['user_id'],
+        "job_offer_id": state['job_offer_id'],
+        "job_description": state['job_description'],
+        "conversation_history": conversation_history
+    }
+    print(">>> Invoking the analysis tool with complete arguments.")
+    trigger_interview_analysis.invoke(tool_input)
+    return {}